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Le Zhang
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 18
Top Topics
Medical Images
Mr Imaging
Short Axis
Magnetic Resonance
Top Venues
CoRR
Pattern Recognit.
MICCAI (2)
Medical Image Anal.
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Publications
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Kevin Bronik
,
Le Zhang
Conditional advancement of machine learning algorithm via fuzzy neural network.
Pattern Recognit.
155 (2024)
Fuping Wu
,
Le Zhang
,
Yang Sun
,
Yuanhan Mo
,
Thomas Nichols
,
Bartlomiej W. Papiez
Multi-task Cooperative Learning via Searching for Flat Minima.
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
(2023)
Le Zhang
,
Kevin Bronik
,
Bartlomiej W. Papiez
Learning to restore multiple image degradations simultaneously.
Pattern Recognit.
136 (2023)
Fuping Wu
,
Le Zhang
,
Yang Sun
,
Yuanhan Mo
,
Thomas Nichols
,
Bartlomiej W. Papiez
Multi-Task Cooperative Learning via Searching for Flat Minima.
CoRR
(2023)
Le Zhang
,
Ryutaro Tanno
,
Moucheng Xu
,
Yawen Huang
,
Kevin Bronik
,
Chen Jin
,
Joseph Jacob
,
Yefeng Zheng
,
Ling Shao
,
Olga Ciccarelli
,
Frederik Barkhof
,
Daniel C. Alexander
Learning from multiple annotators for medical image segmentation.
Pattern Recognit.
138 (2023)
Yan Xia
,
Le Zhang
,
Nishant Ravikumar
,
Rahman Attar
,
Stefan K. Piechnik
,
Stefan Neubauer
,
Steffen E. Petersen
,
Alejandro F. Frangi
Recovering from missing data in population imaging - Cardiac MR image imputation via conditional generative adversarial nets.
Medical Image Anal.
67 (2021)
Le Zhang
,
Ryutaro Tanno
,
Mou-Cheng Xu
,
Chen Jin
,
Joseph Jacob
,
Olga Ciccarelli
,
Frederik Barkhof
,
Daniel C. Alexander
Disentangling Human Error from the Ground Truth in Segmentation of Medical Images.
CoRR
(2020)
Le Zhang
,
Ryutaro Tanno
,
Kevin Bronik
,
Chen Jin
,
Parashkev Nachev
,
Frederik Barkhof
,
Olga Ciccarelli
,
Daniel C. Alexander
Learning to Segment When Experts Disagree.
MICCAI (1)
(2020)
Rahman Attar
,
Marco Pereañez
,
Ali Gooya
,
Xènia Albà
,
Le Zhang
,
Milton Hoz de Vila
,
Aaron M. Lee
,
Nay Aung
,
Elena Lukaschuk
,
Mihir M. Sanghvi
,
Kenneth Fung
,
José Miguel Paiva
,
Stefan K. Piechnik
,
Stefan Neubauer
,
Steffen E. Petersen
,
Alejandro F. Frangi
Quantitative CMR population imaging on 20, 000 subjects of the UK Biobank imaging study: LV/RV quantification pipeline and its evaluation.
Medical Image Anal.
56 (2019)
Le Zhang
,
Ali Gooya
,
Marco Pereañez
,
Bo Dong
,
Stefan K. Piechnik
,
Stefan Neubauer
,
Steffen E. Petersen
,
Alejandro F. Frangi
Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging With Fisher-Discriminative 3-D CNN.
IEEE Trans. Biomed. Eng.
66 (7) (2019)
Le Zhang
,
Marco Pereañez
,
Christopher Bowles
,
Stefan K. Piechnik
,
Stefan Neubauer
,
Steffen E. Petersen
,
Alejandro F. Frangi
Missing Slice Imputation in Population CMR Imaging via Conditional Generative Adversarial Nets.
MICCAI (2)
(2019)
Rahman Attar
,
Marco Pereañez
,
Ali Gooya
,
Xènia Albà
,
Le Zhang
,
Stefan K. Piechnik
,
Stefan Neubauer
,
Steffen E. Petersen
,
Alejandro F. Frangi
High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort.
CoRR
(2019)
Le Zhang
,
Marco Pereañez
,
Christopher Bowles
,
Stefan K. Piechnik
,
Stefan Neubauer
,
Steffen E. Petersen
,
Alejandro F. Frangi
Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks.
MICCAI (2)
(2019)
Le Zhang
,
Ali Gooya
,
Marco Pereañez
,
Bo Dong
,
Stefan K. Piechnik
,
Stefan Neubauer
,
Steffen E. Petersen
,
Alejandro F. Frangi
Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging with Fisher-Discriminative 3D CNN.
CoRR
(2018)
Le Zhang
,
Marco Pereañez
,
Stefan K. Piechnik
,
Stefan Neubauer
,
Steffen E. Petersen
,
Alejandro F. Frangi
Multi-Input and Dataset-Invariant Adversarial Learning (MDAL) for Left and Right-Ventricular Coverage Estimation in Cardiac MRI.
MICCAI (2)
(2018)
Rahman Attar
,
Marco Pereañez
,
Ali Gooya
,
Xènia Albà
,
Le Zhang
,
Stefan K. Piechnik
,
Stefan Neubauer
,
Steffen E. Petersen
,
Alejandro F. Frangi
High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort.
STACOM@MICCAI
(2018)
Le Zhang
,
Ali Gooya
,
Alejandro F. Frangi
Semi-supervised Assessment of Incomplete LV Coverage in Cardiac MRI Using Generative Adversarial Nets.
SASHIMI@MICCAI
(2017)
Le Zhang
,
Ali Gooya
,
Bo Dong
,
Rui Hua
,
Steffen E. Petersen
,
Pau Medrano-Gracia
,
Alejandro F. Frangi
Automated Quality Assessment of Cardiac MR Images Using Convolutional Neural Networks.
SASHIMI@MICCAI
(2016)